Randall S. Burd

77 papers A* 6A 8B 3C 1Misc 6Journal 28Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Bounding Boxes in Practice: Design and Early Evaluation of a Video-Based PPE Compliance Monitoring Application for Time-Critical Care. CHI Extended Abstracts Christine Dodeye Ikponmwonba, Vidhi Shah, Sifan Yuan, Ivan Marsic, Randall S. Burd, Aleksandra Sarcevic
2025	J	`jnl`	ASELMAR: Active and semi-supervised learning-based framework to reduce multi-labeling efforts for activity recognition. Comput. Vis. Image Underst. Aydin Saribudak, Sifan Yuan, Chenyang Gao, Waverly Gestrich-Thompson, Zachary P. Milestone, Randall S. Burd, Ivan Marsic
2025	J	`jnl`	Addressing Teamwork Delays during Life-Saving Interventions through an Activity Theory-Informed Analysis. Proc. ACM Hum. Comput. Interact. Katherine Ann Zellner, Aleksandra Sarcevic, Maja Barnouw, Megan A. Krentsa, Travis M. Sullivan, Mary S. Kim, Randall S. Burd
2025	J	`jnl`	Comparative analysis of personal protective equipment nonadherence detection: computer vision versus human observers. J. Am. Medical Informatics Assoc. Mary S. Kim, Beomseok Park, Genevieve J. Sippel, Aaron H. Mun, Wanzhao Yang, Kathleen H. McCarthy, Emely Fernandez, Marius George Linguraru, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd
2025	J	`jnl`	Human intention recognition for trauma resuscitation: An interpretable deep learning approach for medical process data. J. Biomed. Informatics Keyi Li, Mary S. Kim, Wenjin Zhang, Sen Yang, Genevieve J. Sippel, Aleksandra Sarcevic, Randall S. Burd, Ivan Marsic
2025	—	`conf`	MAPS: A Morphology-Aware PPE Segmentation Framework for Healthcare Settings. ICCVW Wanzhao Yang, Syed Anwar, Beomseok Park, Sifan Yuan, Aleksandra Sarcevic, Marius G. Linguranr, Randall S. Burd, Ivan Marsic
2025	J	`jnl`	To Recommend or Not to Recommend: Designing and Evaluating AI-Enabled Decision Support for Time-Critical Medical Events. CoRR Angela Mastrianni, Mary S. Kim, Travis M. Sullivan, Genevieve J. Sippel, Randall S. Burd, Krzysztof Z. Gajos, Aleksandra Sarcevic
2025	J	`jnl`	To Recommend or Not to Recommend: Designing and Evaluating AI-Enabled Decision Support for Time-Critical Medical Events. Proc. ACM Hum. Comput. Interact. Angela Mastrianni, Mary Suhyun Kim, Travis M. Sullivan, Genevieve J. Sippel, Randall S. Burd, Krzysztof Z. Gajos, Aleksandra Sarcevic
2025	A	`conf`	Understanding Personal Protective Equipment Use in Interdisciplinary Medical Settings: Design Explorations for Just-in-Time Compliance Alerts: Improving PPE Practices in Medical Settings Through Alert Design. Conference on Designing Interactive Systems Aleksandra Sarcevic, Eleanor Wood, Katherine Ann Zellner, Christine Dodeye Ikponmwonba, Mary Suhyun Kim, Ivan Marsic, Randall S. Burd
2024	—	`conf`	Focusing on What Matters: Fine-grained Medical Activity Recognition for Trauma Resuscitation via Actor Tracking. CVPR Workshops Wenjin Zhang, Keyi Li, Sen Yang, Sifan Yuan, Ivan Marsic, Genevieve J. Sippel, Mary S. Kim, Randall S. Burd
2024	J	`jnl`	ProcessGAN: Generating Privacy-Preserving Time-Aware Process Data with Conditional Generative Adversarial Nets. ACM Trans. Knowl. Discov. Data Keyi Li, Sen Yang, Travis M. Sullivan, Randall S. Burd, Ivan Marsic
2023	J	`jnl`	Discovering interpretable medical process models: A case study in trauma resuscitation. J. Biomed. Informatics Keyi Li, Ivan Marsic, Aleksandra Sarcevic, Sen Yang, Travis M. Sullivan, Peyton E. Tempel, Zachary P. Milestone, Karen J. O'Connell, Randall S. Burd
2023	A	`conf`	Eliciting Design Requirements for a Computer-Aided Monitoring and Alerting System to Improve PPE Compliance among Healthcare Workers. Conference on Designing Interactive Systems (Companion Volume) Aleksandra Sarcevic, Carmen-Mai Riley, Waverly Gestrich-Thompson, Ivan Marsic, Karen J. O'Connell, Randall S. Burd
2023	J	`jnl`	Real-time Context-Aware Multimodal Network for Activity and Activity-Stage Recognition from Team Communication in Dynamic Clinical Settings. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Chenyang Gao, Ivan Marsic, Aleksandra Sarcevic, Waverly Gestrich-Thompson, Randall S. Burd
2023	A	`conf`	Supporting Awareness of Dynamic Data: Approaches to Designing and Capturing Data within Interactive Clinical Checklists. Conference on Designing Interactive Systems Angela Mastrianni, Aleksandra Sarcevic, Hua Cui, Megan A. Krentsa, Travis M. Sullivan, Issa Zakeri, Ivan Marsic, Randall S. Burd
2023	J	`jnl`	Transitioning Cognitive Aids into Decision Support Platforms: Requirements and Design Guidelines. ACM Trans. Comput. Hum. Interact. Angela Mastrianni, Aleksandra Sarcevic, Allison Hu, Lynn Almengor, Peyton E. Tempel, Sarah Gao, Randall S. Burd
2023	J	`jnl`	Understanding Delay Awareness and Mitigation Mechanisms through an Iterative Design and Evaluation of a Prototype Alert System for Complex Teamwork. Proc. ACM Hum. Comput. Interact. Katherine Ann Zellner, Aleksandra Sarcevic, Megan A. Krentsa, Travis M. Sullivan, Randall S. Burd
2022	J	`jnl`	A Speech-Based Model for Tracking the Progression of Activities in Extreme Action Teamwork. Proc. ACM Hum. Comput. Interact. Swathi Jagannath, Neha Kamireddi, Katherine Ann Zellner, Randall S. Burd, Ivan Marsic, Aleksandra Sarcevic
2022	Misc	`conf`	An Analysis of Speech during Life Saving Interventions to Inform the Design of a Computerized System for Delay Detection. AMIA Katherine Ann Zellner, Louis Jiorgio Villegas, Charles Neff, Waverly Gestrich-Thompson, Randall S. Burd, Ivan Marsic, Aleksandra Sarcevic
2022	J	`jnl`	Exploring Runtime Decision Support for Trauma Resuscitation. CoRR Keyi Li, Sen Yang, Travis M. Sullivan, Randall S. Burd, Ivan Marsic
2022	J	`jnl`	Generating Privacy-Preserving Process Data with Deep Generative Models. CoRR Keyi Li, Sen Yang, Travis M. Sullivan, Randall S. Burd, Ivan Marsic
2021	—	`conf`	Characterizing Speech in Life Saving Interventions to Inform Computerized Clinical Decision Support for Complex Medical Teamwork. CSCW Companion Katherine Ann Zellner, Matt Coates, Alex Lee, Swathi Jagannath, Aleksandra Sarcevic, Emily C. Alberto, Allison Harvey, Randall S. Burd, Ivan Marsic
2021	A	`conf`	Designing Interactive Alerts to Improve Recognition of Critical Events in Medical Emergencies. Conference on Designing Interactive Systems Angela Mastrianni, Aleksandra Sarcevic, Lauren Chung, Issa Zakeri, Emily Alberto, Zachary P. Milestone, Ivan Marsic, Randall S. Burd
2021	J	`jnl`	Real-time medical phase recognition using long-term video understanding and progress gate method. Medical Image Anal. Yanyi Zhang, Ivan Marsic, Randall S. Burd
2021	J	`jnl`	Towards Dynamic Checklists: Understanding Contexts of Use and Deriving Requirements for Context-Driven Adaptation. ACM Trans. Comput. Hum. Interact. Leah Kulp, Aleksandra Sarcevic, Megan Cheng, Randall S. Burd
2020	A*	`conf`	Checklist Design Reconsidered: Understanding Checklist Compliance and Timing of Interactions. CHI Leah Kulp, Aleksandra Sarcevic, Yinan Zheng, Megan Cheng, Emily Alberto, Randall S. Burd
2020	—	`conf`	Speech-Based Activity Recognition for Trauma Resuscitation. ICHI Jalal Abdulbaqi, Yue Gu, Zhichao Xu, Chenyang Gao, Ivan Marsic, Randall S. Burd
2020	—	`conf`	Video-based Concurrent Activity Recognition for Trauma Resuscitation. ICHI Yanyi Zhang, Yue Gu, Ivan Marsic, Yinan Zheng, Randall S. Burd
2019	A*	`conf`	Comparing the Effects of Paper and Digital Checklists on Team Performance in Time-Critical Work. CHI Leah Kulp, Aleksandra Sarcevic, Megan Cheng, Yinan Zheng, Randall S. Burd
2019	—	`conf`	Multimodal Attention Network for Trauma Activity Recognition from Spoken Language and Environmental Sound. ICHI Yue Gu, Ruiyu Zhang, Xinwei Zhao, Shuhong Chen, Jalal Abdulbaqi, Ivan Marsic, Megan Cheng, Randall S. Burd
2018	J	`jnl`	An approach to automatic process deviation detection in a time-critical clinical process. J. Biomed. Informatics Sen Yang, Aleksandra Sarcevic, Richard A. Farneth, Shuhong Chen, Omar Z. Ahmed, Ivan Marsic, Randall S. Burd
2018	—	`conf`	Discovering Interpretable Medical Workflow Models. ICHI Jingyuan Li, Sen Yang, Shuhong Chen, Fei Tao, Ivan Marsic, Randall S. Burd
2018	—	`conf`	Intention Mining in Medical Process: A Case Study in Trauma Resuscitation. ICHI Sen Yang, Weiqing Ni, Xin Dong, Shuhong Chen, Richard A. Farneth, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd
2018	—	`conf`	Process Mining the Trauma Resuscitation Patient Cohorts. ICHI Sen Yang, Fei Tao, Jingyuan Li, Dawei Wang, Shuhong Chen, Omar Z. Ahmed, Ivan Marsic, Randall S. Burd
2017	—	`conf`	3D activity localization with multiple sensors: poster abstract. IPSN Xinyu Li, Yanyi Zhang, Jianyu Zhang, Shuhong Chen, Yue Gu, Richard A. Farneth, Ivan Marsic, Randall S. Burd
2017	A*	`conf`	A Data-driven Process Recommender Framework. KDD Sen Yang, Xin Dong, Leilei Sun, Yichen Zhou, Richard A. Farneth, Hui Xiong, Randall S. Burd, Ivan Marsic
2017	J	`jnl`	A Framework for Evaluating Trace Alignments. CoRR Moliang Zhou, Sen Yang, Shuyu Lv, Xinyu Li, Shuhong Chen, Ivan Marsic, Randall S. Burd
2017	—	`conf`	CAR - a deep learning structure for concurrent activity recognition: poster abstract. IPSN Yanyi Zhang, Xinyu Li, Jianyu Zhang, Shuhong Chen, Moliang Zhou, Richard A. Farneth, Ivan Marsic, Randall S. Burd
2017	J	`jnl`	Concurrent Activity Recognition with Multimodal CNN-LSTM Structure. CoRR Xinyu Li, Yanyi Zhang, Jianyu Zhang, Shuhong Chen, Ivan Marsic, Richard A. Farneth, Randall S. Burd
2017	—	`conf`	Evaluation of Trace Alignment Quality and its Application in Medical Process Mining. ICHI Moliang Zhou, Sen Yang, Xinyu Li, Shuyu Lv, Shuhong Chen, Ivan Marsic, Richard A. Farneth, Randall S. Burd
2017	A	`conf`	Exploring Design Opportunities for a Context-Adaptive Medical Checklist Through Technology Probe Approach. Conference on Designing Interactive Systems Leah Kulp, Aleksandra Sarcevic, Richard A. Farneth, Omar Z. Ahmed, Dung Mai, Ivan Marsic, Randall S. Burd
2017	—	`conf`	Language-Based Process Phase Detection in the Trauma Resuscitation. ICHI Yue Gu, Xinyu Li, Shuhong Chen, Hunagcan Li, Richard A. Farneth, Ivan Marsic, Randall S. Burd
2017	—	`conf`	Medical Workflow Modeling Using Alignment-Guided State-Splitting HMM. ICHI Sen Yang, Moliang Zhou, Shuhong Chen, Xin Dong, Omar Z. Ahmed, Randall S. Burd, Ivan Marsic
2017	J	`jnl`	Online People Tracking and Identification with RFID and Kinect. CoRR Xinyu Li, Yanyi Zhang, Ivan Marsic, Randall S. Burd
2017	J	`jnl`	Process Mining for Trauma Resuscitation. IEEE Intell. Informatics Bull. Sen Yang, Jingyuan Li, Xiaoyi Tang, Shuhong Chen, Ivan Marsic, Randall S. Burd
2017	J	`jnl`	Process Progress Estimation and Phase Detection. CoRR Xinyu Li, Yanyi Zhang, Jianyu Zhang, Yueyang Chen, Shuhong Chen, Yue Gu, Moliang Zhou, Richard A. Farneth, Ivan Marsic, Randall S. Burd
2017	—	`conf`	Process-Oriented Iterative Multiple Alignment for Medical Process Mining. ICDM Workshops Shuhong Chen, Sen Yang, Moliang Zhou, Randall S. Burd, Ivan Marsic
2017	J	`jnl`	Process-oriented Iterative Multiple Alignment for Medical Process Mining. CoRR Shuhong Chen, Sen Yang, Moliang Zhou, Randall S. Burd, Ivan Marsic
2017	J	`jnl`	Progress Estimation and Phase Detection for Sequential Processes. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Xinyu Li, Yanyi Zhang, Jianyu Zhang, Moliang Zhou, Shuhong Chen, Yue Gu, Yueyang Chen, Ivan Marsic, Richard A. Farneth, Randall S. Burd
2017	A*	`conf`	Region-based Activity Recognition Using Conditional GAN. ACM Multimedia Xinyu Li, Yanyi Zhang, Jianyu Zhang, Yueyang Chen, Huangcan Li, Ivan Marsic, Randall S. Burd
2017	—	`conf`	Semi-Synthetic Trauma Resuscitation Process Data Generator. ICHI Sen Yang, Yichen Zhou, Yifeng Guo, Richard A. Farneth, Ivan Marsic, Randall S. Burd
2016	—	`conf`	Activity recognition for medical teamwork based on passive RFID. IEEE RFID Xinyu Li, Dongyang Yao, Xuechao Pan, Jonathan Johannaman, Jaewon Yang, Rachel Webman, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd
2016	Misc	`conf`	Checklist as a Memory Externalization Tool during a Critical Care Process. AMIA Aleksandra Sarcevic, Zhan Zhang, Ivan Marsic, Randall S. Burd, Leah Kulp
2016	Misc	`conf`	Deep Learning for RFID-Based Activity Recognition. SenSys Xinyu Li, Yanyi Zhang, Ivan Marsic, Aleksandra Sarcevic, Randall S. Burd
2016	—	`conf`	Deep neural network for RFID-based activity recognition. S3@MobiCom Xinyu Li, Yanyi Zhang, Mengzhu Li, Ivan Marsic, Jaewon Yang, Randall S. Burd
2016	—	`conf`	Design challenges in converting a paper checklist to digital format for dynamic medical settings. PervasiveHealth Aleksandra Sarcevic, Brett J. Rosen, Leah J. Kulp, Ivan Marsic, Randall S. Burd
2016	A*	`conf`	Duration-Aware Alignment of Process Traces. ICDM Sen Yang, Moliang Zhou, Rachel Webman, Jaewon Yang, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd
2016	—	`conf`	Online process phase detection using multimodal deep learning. UEMCON Xinyu Li, Yanyi Zhang, Mengzhu Li, Shuhong Chen, Farneth R. Austin, Ivan Marsic, Randall S. Burd
2016	J	`jnl`	Passive RFID for Object and Use Detection during Trauma Resuscitation. IEEE Trans. Mob. Comput. Siddika Parlak, Ivan Marsic, Aleksandra Sarcevic, Waheed U. Bajwa, Lauren J. Waterhouse, Randall S. Burd
2016	C	`conf`	Privacy Preserving Dynamic Room Layout Mapping. ICISP Xinyu Li, Yanyi Zhang, Ivan Marsic, Randall S. Burd
2014	A*	`conf`	Balancing design tensions: iterative display design to support ad hoc and multidisciplinary medical teamwork. CHI Diana S. Kusunoki, Aleksandra Sarcevic, Nadir Weibel, Ivan Marsic, Zhan Zhang, Genevieve Tuveson, Randall S. Burd
2014	Misc	`conf`	Going Digital: Transforming Medical Checklists for Improved Patient Care. AMIA Bradford Winters, Randall S. Burd, Jesse Cirimele, Leslie Wu, Aleksandra Sarcevic
2014	B	`conf`	Informing Digital Cognitive Aids Design for Emergency Medical Work by Understanding Paper Checklist Use. GROUP Zhan Zhang, Aleksandra Sarcevic, Maria Yala, Randall S. Burd
2013	—	`conf`	Opportunities for blended interaction in emergency rooms: Coupling displays with digital pen input. PervasiveHealth Diana S. Kusunoki, Aleksandra Sarcevic, Nadir Weibel, Randall S. Burd
2013	Misc	`conf`	Supporting Information Use and Retention of Pre-Hospital Information during Trauma Resuscitation: A Qualitative Study of Pre-Hospital Communications and Information Needs. AMIA Zhan Zhang, Aleksandra Sarcevic, Randall S. Burd
2013	A	`conf`	Understanding visual attention of teams in dynamic medical settings through vital signs monitor use. CSCW Diana S. Kusunoki, Aleksandra Sarcevic, Zhan Zhang, Randall S. Burd
2013	B	`conf`	Video based activity recognition in trauma resuscitation. FG Ishani Chakraborty, Ahmed M. Elgammal, Randall S. Burd
2012	—	`conf`	A paper-digital interface for information capture and display in time-critical medical work. PervasiveHealth Aleksandra Sarcevic, Nadir Weibel, James D. Hollan, Randall S. Burd
2012	J	`jnl`	Introducing RFID technology in dynamic and time-critical medical settings: Requirements and challenges. J. Biomed. Informatics Siddika Parlak, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd
2012	J	`jnl`	Teamwork Errors in Trauma Resuscitation. ACM Trans. Comput. Hum. Interact. Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd
2011	—	`conf`	Activity recognition for emergency care using RFID. BODYNETS Siddika Parlak, Ivan Marsic, Randall S. Burd
2011	A	`conf`	Coordinating time-critical work with role-tagging. CSCW Aleksandra Sarcevic, Leysia Palen, Randall S. Burd
2011	J	`jnl`	Leadership structures in emergency care settings: A study of two trauma centers. Int. J. Medical Informatics Aleksandra Sarcevic, Ivan Marsic, Lauren J. Waterhouse, David C. Stockwell, Randall S. Burd
2009	B	`conf`	Information handover in time-critical work. GROUP Aleksandra Sarcevic, Randall S. Burd
2008	Misc	`conf`	"What's the Story?" Information Needs of Trauma Teams. AMIA Aleksandra Sarcevic, Randall S. Burd
2008	—	`conf`	Quantifying adaptation parameters for information support of trauma teams. CHI Extended Abstracts Aleksandra Sarcevic, Michael E. Lesk, Ivan Marsic, Randall S. Burd
2008	A	`conf`	Transactive memory in trauma resuscitation. CSCW Aleksandra Sarcevic, Ivan Marsic, Michael E. Lesk, Randall S. Burd